متابعة
Muhammad Waseem Ahmad
Muhammad Waseem Ahmad
Senior Lecturer, Liverpool John Moores University
بريد إلكتروني تم التحقق منه على ljmu.ac.uk
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
Trees vs Neurons: Comparison between random forest and ANN for high-resolution prediction of building energy consumption‏
MW Ahmad, M Mourshed, Y Rezgui‏
Energy and buildings 147, 77-89, 2017‏
10342017
Predictive modelling for solar thermal energy systems: A comparison of support vector regression, random forest, extra trees and regression trees‏
MW Ahmad, J Reynolds, Y Rezgui‏
Journal of cleaner production 203, 810-821, 2018‏
4982018
Building energy metering and environmental monitoring–A state-of-the-art review and directions for future research‏
MW Ahmad, M Mourshed, D Mundow, M Sisinni, Y Rezgui‏
Energy and Buildings 120, 85-102, 2016‏
4302016
Tree-based ensemble methods for predicting PV power generation and their comparison with support vector regression‏
MW Ahmad, M Mourshed, Y Rezgui‏
Energy 164, 465-474, 2018‏
2792018
Computational intelligence techniques for HVAC systems: A review‏
MW Ahmad, M Mourshed, B Yuce, Y Rezgui‏
Building Simulation 9, 359-398, 2016‏
2722016
Operational supply and demand optimisation of a multi-vector district energy system using artificial neural networks and a genetic algorithm‏
J Reynolds, MW Ahmad, Y Rezgui, JL Hippolyte‏
Applied energy 235, 699-713, 2019‏
1532019
Heat transition in the European building sector: Overview of the heat decarbonisation practices through heat pump technology‏
MH Abbasi, B Abdullah, MW Ahmad, A Rostami, J Cullen‏
Sustainable Energy Technologies and Assessments 48, 101630, 2021‏
752021
Holistic modelling techniques for the operational optimisation of multi-vector energy systems‏
J Reynolds, MW Ahmad, Y Rezgui‏
Energy and Buildings 169, 397-416, 2018‏
532018
Random Forests and Artificial Neural Network for Predicting Daylight Illuminance and Energy Consumption‏
MW Ahmad, JL Hippolyte, M Mourshed, Y Rezgui‏
Building Simulation 2017, 2017‏
432017
Deep highway networks and tree-based ensemble for predicting short-term building energy consumption‏
MW Ahmad, A Mouraud, Y Rezgui, M Mourshed‏
Energies 11 (12), 3408, 2018‏
342018
Investigating the performance of a combined solar system with heat pump for houses‏
MW Ahmad, M Eftekhari, T Steffen, AM Danjuma‏
Energy and Buildings 63, 138-146, 2013‏
312013
A framework to identify and prioritise the key sustainability indicators: Assessment of heating systems in the built environment‏
MH Abbasi, B Abdullah, R Castano-Rosa, MW Ahmad, A Rostami‏
Sustainable Cities and Society 95, 104629, 2023‏
242023
Planning energy interventions in buildings and tackling fuel poverty: Can two birds be fed with one scone?‏
MH Abbasi, B Abdullah, R Castano-Rosa, MW Ahmad, A Rostami, ...‏
Energy Research & Social Science 93, 102841, 2022‏
172022
Optimising the scheduled operation of window blinds to enhance occupant comfort‏
M Ahmad, M Mourshed, JL Hippolyte, Y Rezgui, HJ Li‏
152015
Designing an occupancy flow-based controller for airport terminals‏
DA Mambo, MM Eftekhari, T Steffen, MW Ahmad‏
Building Services Engineering Research and Technology 36 (1), 51-66, 2015‏
142015
Public perception of vernacular architecture in the Arabian Peninsula: The case of Rawshan‏
R Alelwani, MW Ahmad, Y Rezgui‏
Buildings 10 (9), 151, 2020‏
132020
Optimal scheduling strategy for enhancing IAQ, thermal comfort and visual using a genetic algorithm‏
MW Ahmad, J Hippolyte, J Reynolds, M Mourshed, Y Rezgui‏
Proceedings of the ASHRAE IAQ, 12-14, 2016‏
92016
The effect of model and objective function mismatch in model predictive control (MPC) for a solar heating system with a heat pump‏
MW Ahmad, M Eftekhari, T Steffen, P Rowley‏
2014 UKACC International Conference on Control (CONTROL), 685-690, 2014‏
92014
Autonomous and semantic optimization approach for real-time performance management in a built environment‏
Y Rezgui, THO Beach, I Petri, J Hippolyte, MW Ahmad, Z Wanqing, ...‏
US Patent 11,669,059, 2023‏
82023
Rawshan: Environmental impact of a vernacular shading building element in hot humid climates‏
R Alelwani, M Ahmad, Y Rezgui, A Kwan‏
2019 IEEE International Conference on Engineering, Technology and Innovation …, 2019‏
72019
يتعذر على النظام إجراء العملية في الوقت الحالي. عاود المحاولة لاحقًا.
مقالات 1–20